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Application of Drought-resistant Varieties in Urban Green Spaces 被引量:1
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作者 FU Jinnan GUO Jianjun +2 位作者 LI Jiaxuan WANG Xiaoling GAO Zhu 《Journal of Landscape Research》 2014年第4期41-43,共3页
As the connotations of urban green spaces and urban eco-green spaces have been more realized,drought-resistant green spaces have become a unique development trend,and drought-resistant flowers have been more applied i... As the connotations of urban green spaces and urban eco-green spaces have been more realized,drought-resistant green spaces have become a unique development trend,and drought-resistant flowers have been more applied in green spaces.This paper summarized characteristics of drought-resistant flowers,foreign and domestic researches in this field,advantages and disadvantages of their application in urban green spaces,and proposed key directions of the future researches. 展开更多
关键词 drought-resistant flowers Urban green spaces Application trend
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Changes in DNA Methylation Pattern at Two Seedling Stages in Water Saving and Drought-Resistant Rice Variety after Drought Stress Domestication
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作者 ZHENG Xiao-guo CHEN Liang +3 位作者 LOU Qiao-jun XIA Hui LI Ming-shou LUO Li-jun 《Rice science》 SCIE 2014年第5期262-270,共9页
Recent studies revealed that DNA methylation plays an important role in plant growth and development. In this study, a water-saving and drought-resistant rice variety Huhan 3 was subjected to drought stress from tille... Recent studies revealed that DNA methylation plays an important role in plant growth and development. In this study, a water-saving and drought-resistant rice variety Huhan 3 was subjected to drought stress from tillering to grain-filling stages in six successive growth cycles. The variations in DNA methylation pattern between the original generation (Go) and the sixth generation (G6) were analyzed by using methylation sensitive amplification polymorphism method. The results revealed that the methylated loci accounted for 34.3% to 34.8% of the total loci. Among these methylated loci, 83.1% to 84.8% were full- and hyper-methylated and 15.2% to 16.9% were hemi-methylated. The DNA methylation level decreased from the three-leaf to four-leaf stages in Huhan 3. Differentially methylated loci (DML) between generations or/and between different developmental stages accounted for 4.0% of the total loci, most of which were only related to plant development (57.9%). Compared to Go, the DNA methylation pattern of G8 changed after drought domestication, at the three-leaf stage, de-methylation accounting for 59.1%, while at the four-leaf stage, re-methylation for 47.9%. Genome-wide alternations of DNA methylation were observed between the two seedling stages, and DML mainly occurred on the gene's promoter and exon region. The genes related to DML involved in a wide range of functional biology and participated in many important biological processes. 展开更多
关键词 drought stress water-saving and drought-resistant rice DNA methylation seedling stage methylation sensitive amplification polymorphism
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Application Research of Water-saving and Drought-resistant Landscape Plants:A Case Study of Inner Mongolia Drought-resistant Mongolian Grasses 被引量:2
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作者 ZHANG Jingfeng 《Journal of Landscape Research》 2016年第4期122-124,132,共4页
Construction of "water-saving landscape architecture" is a crucial content of building "conservation-minded society'',an important approach of ensuring the sustainable development of landscaping... Construction of "water-saving landscape architecture" is a crucial content of building "conservation-minded society'',an important approach of ensuring the sustainable development of landscaping industry.It targets at exploring a reasonable means of using the nature,so as to improve ecological conditions and environment,save resources and energies,and promote the harmonious coexistence of man and nature.Landscape plant is a significant component of landscape architecture,it is a key section to choose proper drought-resistant plant species for the landscape construction. 展开更多
关键词 Water-saving landscape architecture Landscape plant drought-resistant Mongolian grass Nature Ecological restoration
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Boehmeria nivea var. strigosa (Urticaceae), a new variety from Southwest China 被引量:1
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作者 ZHAO Ying Richard I.MILNE +2 位作者 LI Zhipeng Amos KIPKOECH WU Zengyuan 《广西植物》 CAS CSCD 北大核心 2024年第9期1617-1624,I0001-I0006,共14页
Boehmeria nivea var.strigosa Zeng Y.Wu&Y.Zhao,a new variety of B.nivea(Urticaceae)from Southwest China,is here described based on evidence from morphology and molecular phylogeny.This new variety is mainly charact... Boehmeria nivea var.strigosa Zeng Y.Wu&Y.Zhao,a new variety of B.nivea(Urticaceae)from Southwest China,is here described based on evidence from morphology and molecular phylogeny.This new variety is mainly characterized by its green abaxial leaf blade,partly connate stipules,and densely patent strigose hairs on stems and potioles.The phylogenetic analysis based on rbc L,nrDNA and rbc L+nrDNA datasets,revealed that all individuals of B.nivea var.strigosa formed a monophyletic group.The conservation status of B.nivea var.strigosa is assessed as“Near Threatened”(NT)according to IUCN evaluation criteria.The discovery of this new variety is not only crucial for the taxonomy of ramie,but also provides reference for the exploration and utilization of ramie. 展开更多
关键词 Boehmeria nivea MORPHOLOGY molecular phylogeny new variety Southwest China YUNNAN
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Responses of Drought-Resistant Mutant vem1 to Stress and Cloning of VEM1 Gene in Arabidopsis
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作者 Junxin SHI Jiaojiao ZHANG +3 位作者 Ziping CHEN Xiaohui DING Jie YANG Li JIANG 《Agricultural Biotechnology》 CAS 2013年第5期13-16,共4页
[ Objective] This study aimed to investigate the responses of drought-resistant mutant veml to stress and clone VEM1 gene in Arabidopsis. [ Method] A drought-resistant mutant veml was isolated from the Arabidops/s mut... [ Objective] This study aimed to investigate the responses of drought-resistant mutant veml to stress and clone VEM1 gene in Arabidopsis. [ Method] A drought-resistant mutant veml was isolated from the Arabidops/s mutant pool. The germination rates of wild-type (WT) and mutant veml were detected to investigate the responses of mutant veml to mannitol, NaCl and ABA stress. [ Result] The mutant veml was resistant to mannitol and NaC1 stress but sensitive to ABA stress. VEM1 gene was cloned by Tail-PCR technology and sequenced. The sequencing result was submitted to NCBI for sequence alignment and gene mapping using BLAST. Database analysis suggested that VEM1 gene was a transposable clement gene. [ Conclusion] This study laid the foundation for functional analysis of drought-resistant gene VEM1. 展开更多
关键词 ARABIDOPSIS drought-resistant mutant veml STRESS Gene cloning
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LociScan,a tool for screening genetic marker combinations for plant variety discrimination
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作者 Yang Yang Hongli Tian +5 位作者 Hongmei Yi Zi Shi Lu Wang Yaming Fan Fengge Wang Jiuran Zhao 《The Crop Journal》 SCIE CSCD 2024年第2期583-593,共11页
To reduce the cost and increase the efficiency of plant genetic marker fingerprinting for variety discrimination,it is desirable to identify the optimal marker combinations.We describe a marker combination screening m... To reduce the cost and increase the efficiency of plant genetic marker fingerprinting for variety discrimination,it is desirable to identify the optimal marker combinations.We describe a marker combination screening model based on the genetic algorithm(GA)and implemented in a software tool,Loci Scan.Ratio-based variety discrimination power provided the largest optimization space among multiple fitness functions.Among GA parameters,an increase in population size and generation number enlarged optimization depth but also calculation workload.Exhaustive algorithm afforded the same optimization depth as GA but vastly increased calculation time.In comparison with two other software tools,Loci Scan accommodated missing data,reduced calculation time,and offered more fitness functions.In large datasets,the sample size of training data exerted the strongest influence on calculation time,whereas the marker size of training data showed no effect,and target marker number had limited effect on analysis speed. 展开更多
关键词 Plant variety discrimination Genetic marker combination variety discrimination power Genetic algorithm
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Determination and Quantification of Proximate and Mineral Composition for 20 Improved Sorghum Varieties Grown in Machache, Lesotho
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作者 Malefane Ts’ephe Puleng Letuma +4 位作者 Karabelo Khomongata Fisseha Itanna Mamoipone Sebitia Monica Lephole Pitso Masupha 《Food and Nutrition Sciences》 CAS 2024年第8期744-758,共15页
Twenty varieties of improved sorghum were grown in Machache at the Department of Agricultural Research station, located (29˚22'60"S and 27˚52'0"E) in the central foothills of Lesotho in Maseru distri... Twenty varieties of improved sorghum were grown in Machache at the Department of Agricultural Research station, located (29˚22'60"S and 27˚52'0"E) in the central foothills of Lesotho in Maseru district. The varieties were planted in a randomized complete block design. At maturity, they were harvested, dried, threshed, milled and analyzed in the crop science laboratory at the National University of Lesotho. The proximate and mineral contents were analyzed from samples in a completely randomized design with three replicates. The proximate composition parameters measured were crude proteins, crude fiber, crude fat, moisture content, and carbohydrates. The minerals analyzed were, phosphorus, sodium, calcium, magnesium, potassium, copper, zinc, iron, and magnesium. The results showed the nutritional contents ranging from (4.7% - 16.16%), (0.35% - 2.10%), (1.25% - 4.00%), (71.60% - 84.06%), (5.53% - 10.18%), for protein, fat, fiber and carbohydrate, and moisture content, respectively. Mineral content ranged from (1342.96 - 3500.34 mg/kg), (25.97 - 185.25 mg/kg), (50.71 - 511.71 mg/kg), (29.35 - 4542.13 mg/kg), (577.19 - 3041.52 mg/kg), (0.25 - 4.07 mg/kg), (1.96 - 18.61 mg/kg), (67.14 - 122.96 mg/kg), (4.73 - 11.39 mg/kg) for phosphorus, sodium, calcium, magnesium, potassium, copper, zinc, iron, and manganese respectively. The following varieties were found to have the highest and appreciable amounts of nutrients and minerals that are crucial in the country diet;protein content was KARI Mtama 1, zinc, IESX 16 2533-SB-SSI-19, and iron IESX 16 2535-SB-SSI-34. 展开更多
关键词 VARIETIES SORGHUM PROXIMATE MINERAL
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Technological Properties of Improved Pigeon Pea Varieties in Machakos County, Kenya
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作者 Ababu Victor Lydiah Maruti Waswa Peninah Njiraine Ngoda 《Food and Nutrition Sciences》 CAS 2024年第11期1123-1140,共18页
Pigeon peas, a type of pulse, have immense nutritional potential to improve health in arid and semi-arid regions. However, unlocking this potential relies heavily on understanding their technological properties, such ... Pigeon peas, a type of pulse, have immense nutritional potential to improve health in arid and semi-arid regions. However, unlocking this potential relies heavily on understanding their technological properties, such as hydration rate, volumetric expansion, and cooking time. These properties directly influence processing, accessibility, and acceptability as a food source. However, there is limited information on technological properties of improved varieties. The study aimed to determine technological properties of improved pigeon pea varieties grown in Machakos County. Seven improved pigeon peas varieties namely: KARI Mbaazi 1, KARI Mbaazi 2, ICEAP 00850, KAT 60/8, Mituki, Egerton Mbaazi 1, Egerton Mbaazi 2 and ICEAP 00554 (control variety) were used in this study. These varieties were tested for water absorption capacity (WAC), volumetric expansion, density, cooking time (CT) and total soluble solids (TSS) in the broth. The experiment was arranged in a Completely Randomized Design (CRD) replicated three times. Data analysis was conducted using SAS software version 9.1.3 (SAS, 2006). Means separation was done using Tukey’s honestly significant difference (HSD) at 95% Confidence Level. There were significant differences in water absorption capacity (WAC), volumetric expansion, density, TSS, and CT among the improved varieties (p p < 0.05). KARI Mbaazi 2 exhibited the greatest volumetric expansion after cooking (VEAC) at 11%. Additionally, control variety recorded the highest water absorption capacity (125.48%), which was significantly greater compared to the improved pigeon pea varieties. Cooking time in minutes was shortest for Mituki (46.0) and KAT 60/8 (55.7) and longest for both KARI Mbaazi 1 and ICEAP00850 at 160 minutes. All the varieties showed high TSS ranging from 10.5 to 26.7% indicating the potential to select varieties with desired flavour profiles. Improved pigeon pea varieties (Mituki and KAT60/8) displayed desired technological properties alongside the control variety. These findings inform the specific culinary applications and nutritional needs which enhance utilisation of pigeon peas as food. Further research is needed to determine the impact of the technological properties on the digestibility and glycaemic index of pigeon peas. 展开更多
关键词 Pigeon Peas Improved variety Technological Property
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Effect of Variety and Plant Spacing on Growth and Yield of Groundnuts (Arachis hypogaea L.)
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作者 Abukari Iddrisu Eric Adjei +3 位作者 Samuel Kwesi Asomaning Kwadwo Gyasi Santo Adu Poku Isaac Alexander Danson-Anokye 《Agricultural Sciences》 2024年第1期54-70,共17页
A field experiment was carried out to determine the effect of variety and plant spacing on yield and growth of groundnuts. The field experiment was laid in a 3 × 3 factorial experiment in a Randomized Complete Bl... A field experiment was carried out to determine the effect of variety and plant spacing on yield and growth of groundnuts. The field experiment was laid in a 3 × 3 factorial experiment in a Randomized Complete Block Design (RCBD) with three (3) replications. The factor A included three (3) groundnut varieties (Nkatie Sari, Sum Nutt 22 and Yenyawoso) and Factor B was the three (3) spacing of 30 cm × 15 cm, 30 cm × 30 cm and 30 cm × 40 cm. All recommended agronomic practices were followed. Data was collected from eight (8) tagged plants. Growth data were recorded on plant height, number of branches, number of leaves, and the number of flowers while yield data were collected on the number of flowers, number of pods per plant, 100 seeds weight and the pod yield (kg/ha). The plant spacing significantly influenced (P < 0.05) the growth and yield parameters. Groundnut grown at a spacing of 30 cm × 15 cm produced the maximum plant height, whereas the maximum number of leaves, number of branches and number of flowers were produced from 30 cm × 40 cm. Yenyawoso variety with a wider plant spacing performed better vegetatively among all the varieties. The Yenyawoso variety produced the highest number of pods, 100 seeds weight and pod yield as compared to the other varieties. Also, Yenyawoso at 30 cm × 40 cm spacing and Nkatie Sari at 30 cm × 15 cm spacing produced the maximum pod yield. 展开更多
关键词 GROUNDNUT variety YIELD SPACING Plant Height
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The Influence of Gratering, Fermentation and Variety on the Physio-Chemical Quality of Cassava Starch
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作者 Sallu Karteh Georgiana Allie +1 位作者 Joseph Sherman Kamara Amis Cecelia Merchant Nah 《Food and Nutrition Sciences》 CAS 2024年第10期1004-1015,共12页
The study was conducted to determine the influence of gratering and fermentation parameters on the physicochemical quality of starch obtained from two cassava varieties in Sierra Leone (i.e., SLICASS 11 and SLICASS 6)... The study was conducted to determine the influence of gratering and fermentation parameters on the physicochemical quality of starch obtained from two cassava varieties in Sierra Leone (i.e., SLICASS 11 and SLICASS 6). Fresh cassava roots harvested from the Department of Agricultural Engineering were peeled, washed and grated before fermentation and starch extraction. Fermentation was carried out under separate aerobic and anaerobic conditions for a period of Seven days. Physicochemical analyses were conducted at the Postharvest Food and Bioprocess Engineering Laboratory of the Department of Agricultural and Bio-System Engineering, Njala University to determine the solubility, water absorption capacity and swelling power of starch extracts obtained from various experimental treatments. Fermentation method and duration had significant effects on the solubility, water absorption capacity (WAC) and swelling power (SP) of starch extracts. Maximum solubility and WAC were recorded on the fifth day, for both cassava varieties tested, with apparent significant difference resulting from the two gratering bands (i.e., with 1.5-inch nail hole and 4-inch nail hole sizes, respectively). While swelling power increased consistently with temperature for starch obtained from SLICASS-11 variety, an irregular pattern was observed for SLICASS-6 variety. A multiple correlation analysis proposes a significant and weak correlation between temperature, WAC (+0.150) and swelling power (+0.048). Also multiple correlation analyses suggest a significant correlation between fermentation period, the functional properties of starch extracts obtained from both fermentation methods and cassava varieties (i.e., solubility (−0.226), water absorption capacity (+0.301) and swelling power (+0.329)). 展开更多
关键词 FERMENTATION Gratering Band Cassava variety SOLUBILITY Swelling Power and Water Absorption Capacity
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Subplanes of PG(2,qr), Ruled Varieties V2r-12    in PG( 2r,q), and Related Codes
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作者 Rita Vincenti 《Open Journal of Discrete Mathematics》 2024年第4期54-71,共18页
In this note we consider ruled varieties V22r−1of PG(2r,q), generalizing some results shown for r=2,3in previous papers. By choosing appropriately two directrix curves, a V22r−1represents a non-affine subplane of orde... In this note we consider ruled varieties V22r−1of PG(2r,q), generalizing some results shown for r=2,3in previous papers. By choosing appropriately two directrix curves, a V22r−1represents a non-affine subplane of order qof the projective plane PG(2,qr)represented in PG(2r,q)by a spread of a hyperplane. That proves the conjecture assumed in [1]. Finally, a large family of linear codes dependent on r≥2is associated with projective systems defined both by V22r−1and by a maximal bundle of such varieties with only an r-directrix in common, then are shown their basic parameters. 展开更多
关键词 Finite Geometry Translation Planes SPREADS VARIETIES
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Subplanes of PG( 2, q 3 ) and the Ruled Varieties V 2 5 of PG( 6,q )
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作者 Rita Vincenti 《Open Journal of Discrete Mathematics》 2024年第2期16-27,共12页
In this note we study subplanes of order q of the projective plane Π=PG( 2, q 3 ) and the ruled varieties V 2 5 of Σ=PG( 6,q ) using the spatial representation of Π in Σ, by fixing a hyperplane Σ ′ with a regula... In this note we study subplanes of order q of the projective plane Π=PG( 2, q 3 ) and the ruled varieties V 2 5 of Σ=PG( 6,q ) using the spatial representation of Π in Σ, by fixing a hyperplane Σ ′ with a regular spread of planes. First are shown some configurations of the affine q-subplanes. Then to prove that a variety V 2 5 of Σ represents a non-affine subplane of order q of Π, after having shown basic incidence properties of it, such a variety V 2 5 is constructed by choosing appropriately the two directrix curves in two complementary subspaces of Σ. The result can be translated into further incidence properties of the affine points of V 2 5 . Then a maximal bundle of varieties V 2 5 having in common one directrix cubic curve is constructed. 展开更多
关键词 Finite Geometry Translation Planes SPREADS VARIETIES
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Construction of apricot variety search engine based on deep learning
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作者 Chen Chen Lin Wang +8 位作者 Huimin Liu Jing Liu Wanyu Xu Mengzhen Huang Ningning Gou Chu Wang Haikun Bai Gengjie Jia Tana Wuyun 《Horticultural Plant Journal》 SCIE CAS CSCD 2024年第2期387-397,共11页
Apricot has a long history of cultivation and has many varieties and types. The traditional variety identification methods are timeconsuming and labor-consuming, posing grand challenges to apricot resource management.... Apricot has a long history of cultivation and has many varieties and types. The traditional variety identification methods are timeconsuming and labor-consuming, posing grand challenges to apricot resource management. Tool development in this regard will help researchers quickly identify variety information. This study photographed apricot fruits outdoors and indoors and constructed a dataset that can precisely classify the fruits using a U-net model (F-score:99%), which helps to obtain the fruit's size, shape, and color features. Meanwhile, a variety search engine was constructed, which can search and identify variety from the database according to the above features. Besides, a mobile and web application (ApricotView) was developed, and the construction mode can be also applied to other varieties of fruit trees.Additionally, we have collected four difficult-to-identify seed datasets and used the VGG16 model for training, with an accuracy of 97%, which provided an important basis for ApricotView. To address the difficulties in data collection bottlenecking apricot phenomics research, we developed the first apricot database platform of its kind (ApricotDIAP, http://apricotdiap.com/) to accumulate, manage, and publicize scientific data of apricot. 展开更多
关键词 APRICOT variety Convolutional neural network Deep learning Database platform Mobile application Image retrieval
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Screening and identification of salt tolerance soybean varieties and germplasms
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作者 Limiao Chen Lihua Peng +11 位作者 Wenqi Ouyang Haowen Yao Yuxin Ye Zhihui Shan Dong Cao Shuilian Chen Zhonglu Yang Yi Huang Bei Han Aihua Sha Xinan Zhou Haifeng Chen 《Oil Crop Science》 CSCD 2024年第3期204-210,共7页
Soil salinization is a globally prevalent abiotic environmental stress.The imbalance of ions caused by high concentrations of sodium chloride results in a 40%reduction in soybean yield.Soybean,as an important crop for... Soil salinization is a globally prevalent abiotic environmental stress.The imbalance of ions caused by high concentrations of sodium chloride results in a 40%reduction in soybean yield.Soybean,as an important crop for soil quality improvement,necessitates the identification of salt-tolerant varieties and germplasms to effectively utilize and enhance saline-alkali land.In this study,we assessed the salt tolerance of 435 soybean varieties and germplasms during the seedling stage.Among them,Qihuang34,You2104,Hongzhudou,Pamanheidou,and Osage exhibited grade 1 salt tolerance rates surpassing other tested materials.Furthermore,Hongzhudou and Qihuang34 demonstrated higher salt tolerance during germination and emergence stages based on their elevated rates of emergence,salt tolerance index,chlorophyll content,and shoot fresh weights.Overall findings provide valuable resources for molecular breeding efforts aimed at developing salt-tolerant soybean varieties suitable for cultivation in saline-alkali soils. 展开更多
关键词 SOYBEAN VARIETIES Germplasms Salt tolerance Seedling stage Germination and emergence stage
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Screening of Long Cowpea[Vigna unguiculata(L.)Walp.ssp.sesquipedialis]Varieties in Autumn in Hunan and Comparison of Various Comprehensive Evaluation Methods
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作者 Lin HUANG Zhibing CHEN +6 位作者 Wan JIANG Xincheng SUN Zhongwu ZHANG Jie KANG Lianyong YANG Weiping CHEN Yuanqun PENG 《Plant Diseases and Pests》 2024年第5期33-39,共7页
[Objectives]The paper was to screen new varieties of long cowpea that are suitable for autumn cultivation in Hunan,as well as to develop a comprehensive evaluation method to assess their adaptability and performance.[... [Objectives]The paper was to screen new varieties of long cowpea that are suitable for autumn cultivation in Hunan,as well as to develop a comprehensive evaluation method to assess their adaptability and performance.[Methods]A total of 48 long cowpea varieties were introduced,and a range of comprehensive evaluation methods was employed to assess these varieties through the collection and analysis of field data.[Results]The square Euclidean distance of 14 allowed for the classification of all varieties into eight distinct groups.Groups II,III,and V belong to the autumn dominant group within this region,while groups I and VIII belong to the intermediate group.Additionally,groups IV,VI,and VII belong to the autumn inferior group in this area.Through a comparative analysis of various comprehensive evaluation methods,it was determined that the common factor comprehensive evaluation,grey correlation method,and fuzzy evaluation method were appropriate for application in the selection of long cowpea varieties.Furthermore,the evaluation outcomes were largely consistent with the cluster pedigree diagram.[Conclusions]Through comprehensive index method,ten varieties demonstrating superior performance in autumn cultivation have been identified,including C20,C42,C29,C40,C3,C14,C18,C25,C15,and C47.The selected varieties exhibit several advantageous traits,such as a reduced growth duration,a lower position of initial flower nodes,a decreased number of branches,predominantly green young pods,elongated pod strips,thicker pod structures,an increased number of pods per plant,and higher overall yields.These characteristics render them particularly valuable for extensive cultivation. 展开更多
关键词 Long cowpea variety SCREENING Cluster analysis Comprehensive evaluation method
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Variety Selection and Green Cultivation Technology of Courtyard Ornamental and Edible Peppers
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作者 Xilu ZHANG Shengying JI +2 位作者 Yinglin YE Xingzhi DING Juan CHEN 《Plant Diseases and Pests》 2024年第3期26-30,共5页
In order to comply with the development trend of the multifunctional use of peppers,we conducted an investigation into the characteristics and features of varieties,potting management techniques,and the methods of ext... In order to comply with the development trend of the multifunctional use of peppers,we conducted an investigation into the characteristics and features of varieties,potting management techniques,and the methods of extending the fruit ornamental period and other aspects of courtyard ornamental and edible peppers.A set of cultivation techniques suitable for courtyard ornamental and edible peppers has been developed,including timely sowing and seedling,nutrient soil preparation,water and fertilizer management,trimming and pruning,preservation of flowers and fruits,green prevention and control of diseases and pests,harvesting,and so on. 展开更多
关键词 Ornamental and edible pepper Courtyard gardening variety characteristics Cultivation technique
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An Application of Machine Learning Methods to Detect Mango Varieties
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作者 Abou Bakary Ballo Moustapha Diaby Adama Coulibaly 《Open Journal of Applied Sciences》 2024年第7期1666-1690,共25页
The mango, a fruit of immense economic and dietary significance in numerous tropical and subtropical regions, plays a pivotal role in our agricultural landscape. Accurate identification is not just a necessity, but a ... The mango, a fruit of immense economic and dietary significance in numerous tropical and subtropical regions, plays a pivotal role in our agricultural landscape. Accurate identification is not just a necessity, but a crucial step for effective classification, sorting, and marketing. This study delves into the potential of machine learning for this task, comparing the performance of four models: MobileNetV2, Xception, VGG16, and ResNet50V2. These models were trained on a dataset of annotated mango images, and their performance was evaluated using precision, accuracy, F1 score, and recall, which are standard metrics for image classification. The Xception model, with its exceptional performance, outshone the other models on all performance indicators. It achieved a staggering accuracy of 99.47%, an F1 score of 99.43%, and a recall of 99.43%, showcasing its remarkable ability to accurately identify mango varieties. MobileNetV2 followed closely with performances of 98.95% accuracy, 98.85% F1 score, and 98.86% recall. ResNet50V2 also delivered satisfactory results with 97.39% accuracy, 97.08% F1 score, and 97.17% recall. VGG16, however, was the least effective, with a precision rate of 83.25%, an F1 score of 83.25%, and a recall of 85.47%. These results confirm the superiority of the Xception model in detecting mango varieties. Its advanced architecture allows it to capture more distinguishing features of mango images, leading to greater precision and reliability. Xception’s robustness in identifying true positives is another advantage, minimizing false positives and contributing to more accurate classification. This study highlights the promising potential of machine learning, particularly the Xception model, for accurately identifying mango varieties. 展开更多
关键词 Machine Learning RECOGNITION Mango Varieties Algorithms Feature Extraction CONVOLUTION TRAINING Classification
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小果型西瓜新品种“炫美1号”的选育
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作者 穆生奇 马超 +3 位作者 徐进 攸学松 张莹 杨立国 《北方园艺》 北大核心 2025年第3期157-160,F0002,共5页
“炫美1号”是以‘HM101’为母本、‘FN104’为父本杂交选育而成的F_(1)代小型西瓜新品种。华北地区春季大棚种植,果实发育期28~30 d,全生育期88~90 d。植株生长势中等,坐果性好。果实近圆形,果皮底色绿,上覆墨绿色条纹,果皮厚度0.5 cm... “炫美1号”是以‘HM101’为母本、‘FN104’为父本杂交选育而成的F_(1)代小型西瓜新品种。华北地区春季大棚种植,果实发育期28~30 d,全生育期88~90 d。植株生长势中等,坐果性好。果实近圆形,果皮底色绿,上覆墨绿色条纹,果皮厚度0.5 cm。平均单果质量1.9 kg,果皮韧,肉质脆,果肉红黄双色,中心可溶性固形物含量13.1%,边缘可溶性固形物含量10.8%。667 m^(2)产量达3100 kg以上,适合华北地区设施栽培,2023年9月通过农业农村部非主要农作物品种登记。 展开更多
关键词 小型西瓜 新品种 “炫美1号”
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干旱胁迫对旱地冬小麦产量及其抗旱相关基因表达的影响
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作者 杨虓 陈德来 +3 位作者 刘自成 李静 施万喜 孟建军 《干旱地区农业研究》 北大核心 2025年第1期69-75,共7页
为研究陇东旱地育成冬小麦品系的抗旱性与抗旱功能基因的关系,以6个旱地冬小麦新品系为试验材料,于2021—2022年、2022—2023年2个生长季在陇东学院西峰旱作农业试验站设置雨养无灌溉(CK)、旱棚防雨(干旱胁迫)和调控灌溉3个水分处理,测... 为研究陇东旱地育成冬小麦品系的抗旱性与抗旱功能基因的关系,以6个旱地冬小麦新品系为试验材料,于2021—2022年、2022—2023年2个生长季在陇东学院西峰旱作农业试验站设置雨养无灌溉(CK)、旱棚防雨(干旱胁迫)和调控灌溉3个水分处理,测定各品系冬小麦产量,评价其抗旱性,并分析了抗旱相关功能基因的相对表达量。结果表明,在水分胁迫和供水充足(含水量为70%田间持水量)情况下,6个小麦品系产量差值变化不一致,品系C(‘1576-2-0-2’)和品系D(‘15119-1-0-2’)两年试验结果的差值均最小,其余4个品系差值均超过平均差值。由雨养无灌溉试验结果可知,2022年为大旱年份,品系C、D的产量在6个供试品系中分别位居第1和第3,抗旱系数分别为0.89和1.02;2023年为相对丰水年,品系C、D的抗旱系数分别为0.77和1.12,说明这两个品系对气候异常不敏感,抗旱性良好。通过荧光定量PCR技术分析6个小麦品系在灌浆期干旱胁迫下旗叶中的相对表达量,结果显示TaCRT-D基因在6个品系中的表达水平最高,Wdreb2、XTH-7A、WIip19、TaCRT-D在品系C、D中的表达量高于其他品系。田间试验结果与PEG-6000高渗溶液模拟发芽期和苗期干旱胁迫的鉴定结果相一致,表明6个品系中‘1576-2-0-2’和‘15119-1-0-2’品系抗旱性强,且干旱胁迫下灌浆期旗叶中抗旱功能基因TaCRT-D的表达量可以作为冬小麦早期世代抗旱选择参考指标。 展开更多
关键词 旱地冬小麦 早期世代 干旱胁迫 抗旱基因 育种筛选
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桃品种陇金5号栽培技术规程
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作者 牛茹萱 成永娟 +3 位作者 王发林 王卫成 张译文 王晨冰 《寒旱农业科学》 2025年第1期87-90,共4页
甘肃省农业科学院林果花卉研究所针对甘肃省桃产业发展过程中对新品种的需求,通过多年的培育,选育出了品质优异的晚熟桃新品种陇金5号。从范围、规范性引用文件、术语和定义、品种来源、植物学特征、生物学特性、品质性状指标及栽培技... 甘肃省农业科学院林果花卉研究所针对甘肃省桃产业发展过程中对新品种的需求,通过多年的培育,选育出了品质优异的晚熟桃新品种陇金5号。从范围、规范性引用文件、术语和定义、品种来源、植物学特征、生物学特性、品质性状指标及栽培技术要点等方面对其规范,使其更好地服务于甘肃省桃产业发展。 展开更多
关键词 陇金5号 品种特性 植物学特征 技术规程
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